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Release Notes

0.0.8 - 2022-01-14

  • 🤩 refactor core by [@aniketmaurya] in #136
  • cleanup APIs by [@aniketmaurya] in #137
  • added conda installation instruction by [@sugatoray] in #144
  • recursively exclude tests folder and its contents by [@sugatoray] in #141
  • add model.save test by [@aniketmaurya] in #147
  • remove redundant to_item by [@aniketmaurya] in #152
  • refactor Tracker by [@aniketmaurya] in #153
  • Change methods not using its bound instance to staticmethods by [@deepsource-autofix] in #156
  • refactor metrics by [@aniketmaurya] in #159
  • add dataoader length by [@aniketmaurya] in #160
  • fix model checkpoint folder not found by [@aniketmaurya] in #162
  • Fix metrics update by [@aniketmaurya] in #163
  • Replace multiple == checks with in by @deepsource-autofix in #167
  • 💯 increment current_epoch after each epoch by [@aniketmaurya] in #169
  • 📊 Wandb Implementation by [@aniketmaurya] in #168

Full Changelog: https://github.com/gradsflow/gradsflow/compare/v0.0.7...v0.0.8

0.0.7 - 2021-11-26

  • ☄️ comet integration #129
  • add model checkpoint callback #121
  • 📝 add csv logger #116
  • 🚀 add train_eval_callback #111
  • 🪄 add Average Meter #109
  • fix device issue in metric calculation PR #106

0.0.6 - 2021-10-4

  • 🎉 Revamp Callbacks and Training. PR #94
  • ✨ refactor data handling 📝 docs update. PR #91
  • integrate torchmetrics. PR #80
  • callbacks & 🤑 ProgressCallback. PR #76
  • 🔥 Add AutoModel Tuner. PR #74
  • refactor APIs - Simplify API & add model.compile(...). PR #73
  • 🤗 integrate HF Accelerator. PR #71

0.0.5 - 2021-9-26

  • 🔥 Add custom training loop with model.fit. PR #63 Done by @aniketmaurya
  • ☁️ Add ray.data - remote dataset loader. PR #61 Done by @aniketmaurya
  • 🎉 Add AutoDataset - Encapsulate datamodule and dataloaders. PR #59 Done by @aniketmaurya
  • 🌟 Add Autotask feature. PR #54 Done by @gagan3012
  • ✨ Add AutoTrainer to support plain torch training loop and other torch frameworks. PR #53

0.0.4 - 2021-9-3

  • fix best checkpoints model loading. PR #52
  • 🚀 feature/fix train arguments docs PR #44
  • Publish Python 🐍 distributions 📦 to PyPI #42

0.0.3 - 2021-8-31

0.0.2 - 2021-8-27

0.0.1 - 2021-8-25


Last update: January 14, 2022